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Land Suitability Model Using Geographic
Information System (GIS) for Maize and
    Sorghum in North East of Libya

           DR BASHIR NWER
            GEOTUNIS 2012
UNIVERSITY
             Land Suitability model Using                          of Tripoli
              (GIS) for Mazie and Sorghum in North East of Libya




              1. Introduction

              2. Aim

              3. Methodology

              4. Findings

              5. Conclusion
05/04/2008                    BASHIR NWER GEOTUNIS 2012                 2
1- Introduction                                  UNIVERSITY
                                                                      of Tripoli




             Location of study area

             The study area is located in the
             strip of the coastal territory and
             Jabal Akhdar Upland bounded by
             the following coordinate’s lat
             30’ 33° 00’ N; long 19° 50’ ‐ 22° 45’E
             .




05/04/2008                     DR BASHIR NWER GEOTUNIS 2012               3
1- Introduction
                                                                     UNIVERSITY
                                                                             of Tripoli




             •   Land Evaluation
             •   The need for Land Evaluation
             •   Land evaluation is a prerequisite in achieving optimal
                 utilisation of the available land resource for agricultural
                 production
             •   It guides strategic land use decision making
             •   Land Evaluation Methodologies
             •   Many methodologies exist
             •   Some systems value the degree of suitability of properties,
                 others place more emphasis on the limiting factor of soil use
             •   Some systems Groups land into level of importance (classes,
                 subclasses), others use mathematical formula

05/04/2008                     BASHIR NWER GEOTUNIS 2012                         4
UNIVERSITY

             2- Aim of the paper                                 of Tripoli




             The aim of this paper is :

             “To develop a methodology for predicting the land
               suitability classification for maize and Sorhgum
               under irrigation in North‐east Libya”.




05/04/2008                  BASHIR NWER GEOTUNIS 2102                5
UNIVERSITY

             3- Methodology
                                                                                   of Tripoli
                                                          (1- 9 )
              Development of Land Evaluation Methodology
             •   FAO Framework for land suitability was selected
             •   Defining Land Utilisation Types (Maize and Sorghum )
             •   Defining Land Use Requirements
             •   Defining Land Qualities, Land Characteristics and their threshold
                 values
              How ?
             •   Critically assessed the literature about land resources in Libya (Soil,
                 Climate and Topography)
             •   Review of text and scientific publications to determine the
                 requirements of wheat for optimum growth
             •   A list of LQ and LC and their threshold values proposed
             •   Local knowledge and professional judgements are consulted
             •   Final LQ and LC and their threshold values are developed

05/04/2008                      DR BASHIR NWER GEOTUNIS 2102                               6
UNIVERSITY
                                                                                  of Tripoli
3- Methodology (2- 9 )
Code   Grouping     Land Qualities                  Land Characteristics
c      Climate      Temperature regime              Temperature
s      Soil         Rooting conditions              Rootable depth
                                                    Soil Texture


                    Moisture Availability           Available water-holding capacity
                    Nutrient Availability           Soil reaction (pH)
                    Nutrient Retention              Organic Matter (O.M %)
                                                    Cation Exchange Capacity (CEC)

                    Excess of Salts                 Soil Salinity (EC)
                                                    Soil Alkalinity (ESP)
                    Soil Toxicities                 Calcium Carbonate (CaCo 3 %)


                    Infiltration                    Infiltration Rate


                    Condition for germination       Gravel and Stones %
                    Oxygen Availability             Soil Drainage class
e      Erosion      Erosion Hazard                  Soil Erosion (USLE)
t      Topography   Topography                      Slope %
                     DR BASHIR NWER GEOTUNIS 2012                                      7
UNIVERSITY

             3- Methodology ( 3- 9)                                     of Tripoli




             • A land suitability model was developed using weighed
               overlay method in the GIS to produce a land suitability
                classification in the study area.
             • Four layers ( soil, Climate, Erosion and Topography)
               were integrated within a GIS environment and
               overlain                                    to produce the
               final suitability




05/04/2008                     BASHIR NWER GEOTUNIS 2102                    8
UNIVERSITY
                                                                                            of Tripoli
             3- Methodology ( 4- 9)
                    Inputs
                     Inputs
             Soil, Climate data
              Soil, Climate data            Building the database
                                             Building the database
             And Topography
              And Topography                Digitise the Maps,
                                             Digitise the Maps,                    Suitability model
                                                                                    Suitability model
               ( (paper Maps)
                   paper Maps)              Climate and Soil data
                                             Climate and Soil data




                                                                    Arc/GIS
                                                                     Arc/GIS




                                                             Outputs
                                                              Outputs
                                                             Suitability maps
                                                              Suitability maps
                                                             for selected crops
                                                              for selected crops


05/04/2008                         DR BASHIR NWER   GEOTUNIS 2012                                 9
UNIVERSITY
                                                              of Tripoli
             3- Methodology ( 5- 9)




05/04/2008           DR BASHIR NWER   GEOTUNIS 2012              10
UNIVERSITY

             3- Methodology ( 6-9)
                                                                              of Tripoli




               Erosion Hazard
              •   USLE was applied within the GIS to determine the average
                  annual soil loss in the study area
              •   Individual GIS files were built for each factor of the USLE and
                  combined by cell-grid modelling procedure in the ArcInfo GIS
                  to predict soil loss in the spatial domain
               Topography
              •   Topography is expressed as slope percent and derived from the
                  topographic map
              •   A layer containing the slope grid for the study area was
                  prepared as one of the layers




05/04/2008                       BASHIR NWER GEOTUNIS 2012                          11
UNIVERSITY
                                                                              of Tripoli
              3- Methodology ( 7-9)
              Climate
               Climate     classification
                            classification


                Soil
                 Soil      classification
                            classification
                                                                         Suitability
                                                                          Suitability
                                                            Overlay
                                                            Overlay
                                                                        Assessment
                                                                        Assessment
              Erosion
               Erosion     classification
                            classification
              Hazard
               Hazard


             Topography
              Topography     classification
                              classification
               (Slope)
                (Slope)

05/04/2008                 DR BASHIR NWER   GEOTUNIS 2012                        12
3-Methodology ( 8-9)                                   UNIVERSITY
                                                                            of Tripoli
             (Land Suitability analysis and Sensitivity Analysis)


             • Overall land suitability based upon equal weighting
               for the four layers was determined
             • Sensitivity analysis provides further confidence in a
               model, and indicates priority areas for refinement if
                further versions of a model are to be developed.




                      Input
                       Input                    model           Output
                                                                Output
                                                model


                           Vary inputs and observe Effects

05/04/2008                     DR BASHIR NWER   GEOTUNIS 2012                  13
UNIVERSITY
             3-Methodology ( 9-9)                               of Tripoli




05/04/2008             DR BASHIR NWER   GEOTUNIS 2012              14
UNIVERSITY

             4-Findings                                                 of Tripoli




              A methodological framework for an area of the world never
               before assessed, reviewing range of alternative
               methodologies considering pros and cons of each in turn
              Compilation of validated and verified key data (fully specifying
               parts of the framework ) which addresses the model
               specifications identified
              Implementation of a practical information system which
               allows the combination of these data sets, together with the
               model framework, and which can produce thematic
               interpretations (maps relevant to policy)




05/04/2008                   DR BASHIR NWER   GEOTUNIS 2012                15
UNIVERSITY
             5-Conculsion                                            of Tripoli




              Computer systems and GIS allow land evaluation to be
                performed more efficiently; they limit the margin for
                human error, and save time and cost.
              The limitations of conventional      land     evaluation
               methods and the huge administration burden they
               create has been simplified and made efficient in this
               approach.
              Developing a responsive model, where the changes in
               crop production methods could be easily reflected in
               the results, supporting further spatial analysis of the
               changes, is the only way forward for crop suitability
               assessment, especially in Libya.
05/04/2008                  DR BASHIR NWER   GEOTUNIS 2012              16
o u
     k   y
  han
T

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Dr Bashir nwer

  • 1. Land Suitability Model Using Geographic Information System (GIS) for Maize and Sorghum in North East of Libya DR BASHIR NWER GEOTUNIS 2012
  • 2. UNIVERSITY Land Suitability model Using of Tripoli (GIS) for Mazie and Sorghum in North East of Libya 1. Introduction 2. Aim 3. Methodology 4. Findings 5. Conclusion 05/04/2008 BASHIR NWER GEOTUNIS 2012 2
  • 3. 1- Introduction UNIVERSITY of Tripoli Location of study area The study area is located in the strip of the coastal territory and Jabal Akhdar Upland bounded by the following coordinate’s lat 30’ 33° 00’ N; long 19° 50’ ‐ 22° 45’E . 05/04/2008 DR BASHIR NWER GEOTUNIS 2012 3
  • 4. 1- Introduction UNIVERSITY of Tripoli • Land Evaluation • The need for Land Evaluation • Land evaluation is a prerequisite in achieving optimal utilisation of the available land resource for agricultural production • It guides strategic land use decision making • Land Evaluation Methodologies • Many methodologies exist • Some systems value the degree of suitability of properties, others place more emphasis on the limiting factor of soil use • Some systems Groups land into level of importance (classes, subclasses), others use mathematical formula 05/04/2008 BASHIR NWER GEOTUNIS 2012 4
  • 5. UNIVERSITY 2- Aim of the paper of Tripoli The aim of this paper is : “To develop a methodology for predicting the land suitability classification for maize and Sorhgum under irrigation in North‐east Libya”. 05/04/2008 BASHIR NWER GEOTUNIS 2102 5
  • 6. UNIVERSITY 3- Methodology of Tripoli (1- 9 )  Development of Land Evaluation Methodology • FAO Framework for land suitability was selected • Defining Land Utilisation Types (Maize and Sorghum ) • Defining Land Use Requirements • Defining Land Qualities, Land Characteristics and their threshold values  How ? • Critically assessed the literature about land resources in Libya (Soil, Climate and Topography) • Review of text and scientific publications to determine the requirements of wheat for optimum growth • A list of LQ and LC and their threshold values proposed • Local knowledge and professional judgements are consulted • Final LQ and LC and their threshold values are developed 05/04/2008 DR BASHIR NWER GEOTUNIS 2102 6
  • 7. UNIVERSITY of Tripoli 3- Methodology (2- 9 ) Code Grouping Land Qualities Land Characteristics c Climate Temperature regime Temperature s Soil Rooting conditions Rootable depth Soil Texture Moisture Availability Available water-holding capacity Nutrient Availability Soil reaction (pH) Nutrient Retention Organic Matter (O.M %) Cation Exchange Capacity (CEC) Excess of Salts Soil Salinity (EC) Soil Alkalinity (ESP) Soil Toxicities Calcium Carbonate (CaCo 3 %) Infiltration Infiltration Rate Condition for germination Gravel and Stones % Oxygen Availability Soil Drainage class e Erosion Erosion Hazard Soil Erosion (USLE) t Topography Topography Slope % DR BASHIR NWER GEOTUNIS 2012 7
  • 8. UNIVERSITY 3- Methodology ( 3- 9) of Tripoli • A land suitability model was developed using weighed overlay method in the GIS to produce a land suitability classification in the study area. • Four layers ( soil, Climate, Erosion and Topography) were integrated within a GIS environment and overlain to produce the final suitability 05/04/2008 BASHIR NWER GEOTUNIS 2102 8
  • 9. UNIVERSITY of Tripoli 3- Methodology ( 4- 9) Inputs Inputs Soil, Climate data Soil, Climate data Building the database Building the database And Topography And Topography Digitise the Maps, Digitise the Maps, Suitability model Suitability model ( (paper Maps) paper Maps) Climate and Soil data Climate and Soil data Arc/GIS Arc/GIS Outputs Outputs Suitability maps Suitability maps for selected crops for selected crops 05/04/2008 DR BASHIR NWER GEOTUNIS 2012 9
  • 10. UNIVERSITY of Tripoli 3- Methodology ( 5- 9) 05/04/2008 DR BASHIR NWER GEOTUNIS 2012 10
  • 11. UNIVERSITY 3- Methodology ( 6-9) of Tripoli  Erosion Hazard • USLE was applied within the GIS to determine the average annual soil loss in the study area • Individual GIS files were built for each factor of the USLE and combined by cell-grid modelling procedure in the ArcInfo GIS to predict soil loss in the spatial domain  Topography • Topography is expressed as slope percent and derived from the topographic map • A layer containing the slope grid for the study area was prepared as one of the layers 05/04/2008 BASHIR NWER GEOTUNIS 2012 11
  • 12. UNIVERSITY of Tripoli 3- Methodology ( 7-9) Climate Climate classification classification Soil Soil classification classification Suitability Suitability Overlay Overlay Assessment Assessment Erosion Erosion classification classification Hazard Hazard Topography Topography classification classification (Slope) (Slope) 05/04/2008 DR BASHIR NWER GEOTUNIS 2012 12
  • 13. 3-Methodology ( 8-9) UNIVERSITY of Tripoli (Land Suitability analysis and Sensitivity Analysis) • Overall land suitability based upon equal weighting for the four layers was determined • Sensitivity analysis provides further confidence in a model, and indicates priority areas for refinement if further versions of a model are to be developed. Input Input model Output Output model Vary inputs and observe Effects 05/04/2008 DR BASHIR NWER GEOTUNIS 2012 13
  • 14. UNIVERSITY 3-Methodology ( 9-9) of Tripoli 05/04/2008 DR BASHIR NWER GEOTUNIS 2012 14
  • 15. UNIVERSITY 4-Findings of Tripoli  A methodological framework for an area of the world never before assessed, reviewing range of alternative methodologies considering pros and cons of each in turn  Compilation of validated and verified key data (fully specifying parts of the framework ) which addresses the model specifications identified  Implementation of a practical information system which allows the combination of these data sets, together with the model framework, and which can produce thematic interpretations (maps relevant to policy) 05/04/2008 DR BASHIR NWER GEOTUNIS 2012 15
  • 16. UNIVERSITY 5-Conculsion of Tripoli  Computer systems and GIS allow land evaluation to be performed more efficiently; they limit the margin for human error, and save time and cost.  The limitations of conventional land evaluation methods and the huge administration burden they create has been simplified and made efficient in this approach.  Developing a responsive model, where the changes in crop production methods could be easily reflected in the results, supporting further spatial analysis of the changes, is the only way forward for crop suitability assessment, especially in Libya. 05/04/2008 DR BASHIR NWER GEOTUNIS 2012 16
  • 17. o u k y han T